Selected by the European Commission as part of a distinguished group of AI experts to contribute to the development of the first General-Purpose AI Code of Practice under the AI Act. This opportunity brings together some of the most influential minds in the field of AI, including: • Yoshua Bengio – One of the founding fathers of deep learning, Bengio’s contributions earned him the prestigious Turing Award (often referred to as the “Nobel Prize of Computing”). • Nuria Oliver – A leader in AI transparency, with a PhD from MIT and 25 years of research in human-centric AI. Oliver is a key figure in shaping the ethical application of AI and serves on various influential boards, including the Spanish Supervisory Agency of AI. • Marietje Schaake – Former Member of the European Parliament and a globally recognized voice on tech policy. Currently a Fellow at Stanford University’s Cyber Policy Center, Schaake’s work integrates governance, human rights, and AI. Key responsibilities in this role include: • Developing a comprehensive risk taxonomy for general-purpose AI models • Identifying and assessing systemic risks, such as conducting model evaluations and adversarial testing • Implementing cybersecurity protection for AI models and their physical infrastructureThis role is part of a multi-stakeholder initiative that includes over 400 submissions from industry, academia, and civil society, aiming to build a framework for trustworthy AI. The final Code of Practice is expected by April 2025

Meondi GmbH is a forward-thinking technology company based in Stuttgart, Germany, specializing in advanced AI and machine learning solutions. 𝗞̲𝗲̲𝘆̲ ̲𝗙̲𝗼̲𝗰̲𝘂̲𝘀̲ ̲𝗔̲𝗿̲𝗲̲𝗮̲𝘀̲:̲ • 𝐋𝐚𝐫𝐠𝐞 𝐋𝐚𝐧𝐠𝐮𝐚𝐠𝐞 𝐌𝐨𝐝𝐞𝐥𝐬 (𝐋𝐋𝐌𝐬) 𝐚𝐧𝐝 𝐑𝐞𝐭𝐫𝐢𝐞𝐯𝐚𝐥-𝐀𝐮𝐠𝐦𝐞𝐧𝐭𝐞𝐝 𝐆𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐨𝐧 (𝐑𝐀𝐆): Leverage LLMs and RAG to enhance natural language understanding and generation, creating more intelligent and responsive AI solutions. • 𝐂𝐡𝐚𝐭𝐛𝐨𝐭𝐬 𝐚𝐧𝐝 𝐂𝐨𝐧𝐯𝐞𝐫𝐬𝐚𝐭𝐢𝐨𝐧𝐚𝐥 𝐀𝐈: Develop and optimize chatbots, ensuring seamless and natural interactions through advanced NLP techniques and AI-driven insights. • 𝐕𝐞𝐜𝐭𝐨𝐫 𝐃𝐚𝐭𝐚𝐛𝐚𝐬𝐞𝐬 𝐚𝐧𝐝 𝐕𝐞𝐜𝐭𝐨𝐫𝐢𝐚𝐥 𝐒𝐞𝐚𝐫𝐜𝐡 𝐄𝐧𝐠𝐢𝐧𝐞𝐬: Implement and manage vector databases and vectorial search engines, enabling faster and more accurate data retrieval, critical for powering sophisticated AI applications.

Sympla is Brazil’s largest and most innovative event management and ticketing platform, serving over 30 million users and powering 500,000+ events annually. Recognized as the market leader, Sympla offers seamless ticketing, comprehensive event management, and promotional services across the country.𝗞̲𝗲̲𝘆̲ ̲𝗔̲𝗰̲𝗵̲𝗶̲𝗲̲𝘃̲𝗲̲𝗺̲𝗲̲𝗻̲𝘁̲𝘀̲:̲ • 𝐂𝐡𝐚𝐫𝐠𝐞𝐛𝐚𝐜𝐤 𝐂𝐫𝐢𝐬𝐢𝐬 𝐌𝐢𝐭𝐢𝐠𝐚𝐭𝐢𝐨𝐧: Successfully mitigated a critical chargeback crisis by implementing advanced AI-driven security measures, reducing credit card chargeback rates from 21.3% to an exceptionally low 0.2%. This initiative safeguarded millions in revenue and significantly strengthened customer trust. • 𝐅𝐫𝐚𝐮𝐝 𝐏𝐫𝐞𝐯𝐞𝐧𝐭𝐢𝐨𝐧: Engineered and deployed state-of-the-art Machine Learning models, including Natural Language Processing (NLP) and Computer Vision, which reduced fraudulent cloned events by 83%. These models were instrumental in protecting Sympla’s platform, which processes over 50 million ticket sales annually, ensuring a safe and trustworthy user experience. • 𝐄𝐯𝐞𝐧𝐭 𝐌𝐨𝐧𝐢𝐭𝐨𝐫𝐢𝐧𝐠 𝐂𝐞𝐧𝐭𝐫𝐚𝐥: Established a comprehensive monitoring system for over 50,000 monthly events, enabling proactive and efficient issue resolution. This system dramatically improved operational efficiency, contributing to Sympla’s reputation for reliability and customer satisfaction. • 𝐓𝐞𝐚𝐦 𝐋𝐞𝐚𝐝𝐞𝐫𝐬𝐡𝐢𝐩: Led the recruitment and onboarding of top data scientists, expanding the team’s capabilities to handle large-scale projects. My leadership contributed to the team’s success in delivering data-driven solutions that supported Sympla’s growth to over 30,000 event organizers nationwide.

Kroton is the world’s largest private educational organization, serving over 2 million students across Brazil. As a leader in the education sector, Kroton is dedicated to leveraging data-driven insights to enhance educational outcomes and operational efficiency.𝗞̲𝗲̲𝘆̲ ̲𝗔̲𝗰̲𝗵̲𝗶̲𝗲̲𝘃̲𝗲̲𝗺̲𝗲̲𝗻̲𝘁̲𝘀̲:̲ • 𝐍𝐋𝐏-𝐃𝐫𝐢𝐯𝐞𝐧 𝐒𝐭𝐮𝐝𝐞𝐧𝐭 𝐂𝐨𝐦𝐩𝐥𝐚𝐢𝐧𝐭 𝐑𝐞𝐬𝐨𝐥𝐮𝐭𝐢𝐨𝐧: Applied advanced Natural Language Processing (NLP) models to analyze and categorize student complaints, enabling a 1000% increase in processing speed. This initiative ensured swift resolution of issues, significantly improving student satisfaction across Kroton’s vast network of institutions. • 𝐎𝐩𝐭𝐢𝐦𝐢𝐳𝐞𝐝 𝐂𝐥𝐚𝐬𝐬 𝐀𝐥𝐥𝐨𝐜𝐚𝐭𝐢𝐨𝐧: Enhanced class allocation processes, resulting in annual cost savings of approximately 3 million euros. This optimization not only improved operational efficiency but also allowed for better resource utilization, directly benefiting both students and faculty. • 𝐃𝐚𝐭𝐚-𝐃𝐫𝐢𝐯𝐞𝐧 𝐃𝐞𝐜𝐢𝐬𝐢𝐨𝐧 𝐌𝐚𝐤𝐢𝐧𝐠: Regularly presented actionable data insights to C-level executives, empowering them to make informed strategic decisions. My work provided a data-driven foundation for initiatives that impacted millions of students nationwide.

Bright Consulting is a leading consulting firm in Brazil, specializing in delivering tailored data solutions that drive operational excellence for clients in the automotive industry.𝗞̲𝗲̲𝘆̲ ̲𝗔̲𝗰̲𝗵̲𝗶̲𝗲̲𝘃̲𝗲̲𝗺̲𝗲̲𝗻̲𝘁̲𝘀̲:̲ • 𝐒𝐮𝐩𝐩𝐥𝐲 𝐂𝐡𝐚𝐢𝐧 𝐎𝐩𝐭𝐢𝐦𝐢𝐳𝐚𝐭𝐢𝐨𝐧: Designed and implemented customized data solutions using advanced statistical analysis, resulting in a 100% increase in the speed of the tire supply chain for a major automotive client. This improvement streamlined operations and reduced lead times, directly benefiting the client’s bottom line. • 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐞𝐝 𝐃𝐞𝐦𝐚𝐧𝐝 𝐅𝐨𝐫𝐞𝐜𝐚𝐬𝐭𝐢𝐧𝐠: Engineered an automated demand forecasting system that led to a 40% reduction in excess stock levels for automotive clients. This system improved inventory management, reducing waste and ensuring optimal stock levels, which contributed to significant cost savings.

Upwork is the world’s leading freelance platform, connecting businesses with top talent across the globe. 𝗞̲𝗲̲𝘆̲ ̲𝗔̲𝗰̲𝗵̲𝗶̲𝗲̲𝘃̲𝗲̲𝗺̲𝗲̲𝗻̲𝘁̲𝘀̲:̲ • 𝐀𝐝𝐯𝐚𝐧𝐜𝐞𝐝 𝐃𝐚𝐭𝐚 𝐀𝐧𝐚𝐥𝐲𝐬𝐢𝐬: Utilized Python, R, SQL, and leading Machine Learning frameworks to analyze complex datasets, translating raw data into actionable insights. My work has consistently driven strategic decision-making for clients, resulting in measurable improvements in their business performance. • 𝐆𝐥𝐨𝐛𝐚𝐥 𝐂𝐨𝐥𝐥𝐚𝐛𝐨𝐫𝐚𝐭𝐢𝐨𝐧: Worked with clients and cross-functional teams from around the world, developing data-driven solutions tailored to specific business challenges. My ability to effectively communicate complex technical concepts ensured that clients could fully leverage the insights provided to enhance their operations.